Tag: llm
All the articles with the tag "llm".
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OpenClaw and the Agents That Act: What Non-Technical People Should Actually Know
A plain-English guide to OpenClaw and the new wave of AI that does things instead of just talking. What it is, how it compares to the big-company versions, and the one idea everyone needs before they hand it the keys.
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I Asked My AI Agent for an Itemized Bill. It Got Awkward.
A month of heavy AI agent use, itemized: only a fifth of the tokens wrote code, almost half could run on a cheaper model, and the prompt cache quietly bills you for every coffee break.
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The LLM Observability Stack I Wish I'd Built Sooner
What to instrument for LLM and agent apps before the first incident: full request and tool-call tracing, token and cost per request, latency breakdown, eval scores in production, and turning real failures into eval cases.
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Small Fine-Tuned Models Are Beating Frontier on My Workloads
On narrow, high-volume tasks a fine-tuned small model matches frontier quality at a fraction of the cost and latency. Here is the pipeline, the eval bar, and the maintenance bill nobody quotes you.